Browsing by Author "Dr. Nabeel Mohammed"

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    A Deep Learning approach using Action Recognition for Pedestrians & Vehicle Overtaking of Bangladesh Highway Road Dataset & it’s Implementation
    (North South University, 2022) Kazi Tamzid Akhter, Md Hasib Iftekhar Islam Khan Pranta, Shams Saniat, A. S. M. Samiul Islam ; Dr. Nabeel Mohammed; 1620570042; 1721194042; 1821848042; 1921826042
    Intelligent transportation systems have been met with resounding approval from individuals, governments and automobile manufacturers located all over the globe. The primary problems in the field of intelligent and self-driving & non self driving vehicles are identifying impediments, particularly people, and preventing accidents with them. In order to advance intelligent transportation systems for both self-driving cars and all other manual cars, we focused on using deep learning methods to identify pedestrians. After that, some of the most popular deep learning techniques were covered. The accurate identification of pedestrians in self-built automobiles still has a lot of flaws. This study highlights the challenges the transportation industry faces. The solutions are intended to help reduce traffic, accidents. Large automakers (including Google and Tesla) , working to develop self-driving and non-selfdriving vehicles that can transport passengers safely even while the driver is sleepy. Sensors that can sense their surroundings, identify what is close by, and communicate that information to the driver must be installed in these cars. neural networks, which often include several hidden layers and nonlinear processing units, are the basis for most deep learning approaches.
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    Open Access
    AI Law Searcher
    (North South University, 2023) Arafat Rahman; Tasnim Hossain; Mizanur Rahman; Tasnim Jannat; Dr. Nabeel Mohammed; 1911747042; 1912128042; 1912836042; 1912110042
    It is critical for a society to have access to timely legal information to have justice. Accessing legal precedents and rulings has become simpler for judges because to the availability of online law reports. A web application is made for Judges and lawyers so that they can easily find out every law and section within a minute from Dhaka law Report. Each Judicial ruling of Dhaka Law Report has hundreds of pages of cases, judicial references, constitutions, and judge-made laws. Because it contains many rules and laws, it is frequently difficult to navigate and takes a long time to trace a specific section in the law book. Furthermore, because the books are heavy in general, they are difficult to carry all the time. As a result, one approach is to digitize the Dhaka Law Report volumes, thus providing a search engine through which a user may search for their preferred portion or legislation.